{"id":"W3198173584","doi":"10.1097/pec.0000000000002527","title":"Traumatic Brain Injury in Children: Glial fibrillary Acidic Protein and Clinical Outcomes.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"S100 Proteins and Annexins","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Glasgow Coma Scale; Traumatic brain injury; Medicine; Concussion; Glial fibrillary acidic protein; Poison control; Anesthesia; Coma (optics); Amnesia; Vomiting; Internal medicine; Pediatrics; Injury prevention; Psychiatry; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005389826,0.0004006443,0.0003932304,0.0008018027,0.0002980499,0.0003351577,0.0003192705,0.0003700926,0.00232297],"category_scores_gemma":[0.001940407,0.0001340142,0.0003485502,0.00137951,0.0003027014,0.0004700152,0.0003398035,0.0005420364,0.0004427647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770259,"about_ca_system_score_gemma":0.0005327622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003818885,"about_ca_topic_score_gemma":0.004178522,"domain_scores_codex":[0.9997076,0.00006177006,0.00003544302,0.00004876373,0.00008249329,0.00006394467],"domain_scores_gemma":[0.9986613,0.0001587919,0.0007711019,0.00002180156,0.0001625485,0.0002245145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678387,0.00004100388,0.9969538,0.00004856299,0.00003996329,0.0001032565,0.00003993106,0.00002671922,0.00005970457,0.00001000134,0.0004146964,0.002094471],"study_design_scores_gemma":[0.00001165226,0.0001491836,0.998565,0.00004211601,0.00002904895,0.0006407805,0.0001415126,0.00005495599,0.0000474318,0.00001889828,0.0002962583,0.000003109931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930658,0.002890608,0.00009532384,0.0004151176,0.00004730163,0.00003326382,0.002449167,0.00001144817,0.0009918225],"genre_scores_gemma":[0.9967918,0.001062209,0.0001751771,0.00004846877,0.00004816172,0.00004274679,0.001512424,0.000003505231,0.0003155928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003818885,"threshold_uncertainty_score":0.007771134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888731105032506,"score_gpt":0.2716181812730198,"score_spread":0.2527308702226947,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}